Element of Inclusion

Ei
Inclusion
March 31, 2026

Why Your AI Adoption Scorecard Is A False Proxy

If your AI adoption scorecard rewards tool usage over decision quality, you are repeating a familiar mistake. Here I examine why adoption metrics are a false proxy. In this episode we cover: Why AI adoption scorecards measure the wrong thing How the proxy problem applies to AI metrics When compliance measures get dressed up as progress If you're finding that your metrics keep moving but nothing meaningfully improves, start here: https://realitycheck.elementofinclusion.com/

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Episode Notes

If your AI adoption scorecard rewards tool usage over decision quality, you are repeating a familiar mistake. Here I examine why adoption metrics are a false proxy. In this episode we cover: Why AI adoption scorecards measure the wrong thing How the proxy problem applies to AI metrics When compliance measures get dressed up as progress If you're finding that your metrics keep moving but nothing meaningfully improves, start here: https://realitycheck.elementofinclusion.com/
Ei
Inclusion

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